Quality control plans from drawing PDFs: auto-extracted tolerances, balloons, Excel + PDF reports.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
One-click editor setup isnβt available for this listing yet β we donβt have a confirmed install command, and weβd rather show nothing than point your editor at the wrong package or host. Follow the projectβs own setup instructions, linked above.
Generate quality control plans and inspection reports from technical-drawing PDFs β from any MCP-enabled assistant.
This Model Context Protocol server exposes the engine behind quality-check-protocol.imnoo.com (by Imnoo). Need a quality control plan for a technical drawing? Hand the PDF to your assistant and get a numbered inspection plan in about a minute: every dimensional tolerance, ISO fit, thread, geometric tolerance (GD&T) and surface finish is extracted automatically by Imnoo's drawing analysis, ballooned on the drawing and listed with its acceptance limits β β50 Β±0.05 becomes 49.95β50.05 β and a measuring instrument. Ask for an inspection class (100 % full inspection, Q1 reduced, Q2 spot check), keep the balloon numbers printed on the drawing or renumber them (1, 001 or D001 style, in reading or measurement order), then let it write the ballooned drawing, the complete inspection package or the Excel measurement and inspection report β the same documents the Imnoo calculator produces. It covers first-article inspection, PPAP-style dimensional reports and shop-floor quality check protocols, on vector and scanned PDFs alike. Built by Imnoo, the planning, scheduling and quoting platform for CNC manufacturers β where the same quality check protocols come out of every quote, next to cost estimation, manufacturing plans and G-code generation.
| Tool | What it does |
|---|---|
analyze_drawing | Uploads a drawing PDF (vector or scanned, β€ 30 MB) to Imnoo's drawing analysis β the service behind the web app β and returns every detected characteristic with type, value, PDF page, position, confidence and the balloon number printed on the drawing, plus the title block (drawing / article number, material, general tolerance). save_analysis_to keeps the analysis JSON for offline reuse. |
load_analysis | Opens a saved analysis JSON. Fully offline β no upload, no daily credit. |
build_quality_plan | Turns the analysis into the plan: balloon numbers (numeric, 001 padded, or type-prefixed D001 / H001 / G001β¦; printed numbers kept, or renumbered by list, reading direction or measurement sequence), acceptance limits from nominal Β± tolerance, a default measuring instrument per type, inspection-class presets, selection presets (first-article = everything, production = measurable characteristics only) and per-row edits. Deterministic β iterate freely. |
export_quality_plan_excel | Writes the Measurement and inspection report workbook: header block (article, ET-No., batch, inspection rate), visual-inspection checklist aβe, dimensional-conformity table (Insp. dim. no. Β· nominal dimension or thread size Β· tolerance range Β· measuring instrument Β· actual dimension Β· deviation Β· date Β· inspector), change-tracking footnotes and the special-release / signature block. Cell for cell the report the Imnoo calculator produces. |
export_inspection_pdf | Writes the ballooned drawing (ballooned), the drawing plus the printed plan (package, default) or the plan document alone (plan): translucent boxes on every selected characteristic, numbered balloons with optional VDA-style leader arrows, the two-column general-information form, the feature table with colored number chips, instrument / sample fill-in lines, acceptance criteria and result checkboxes, and the final-approval block. The source PDF is never modified. |
Plus a create-quality-plan prompt that walks the assistant through analyze β review β export.
Where the analysis runs. analyze_drawing is the only tool that leaves your machine: it uploads the PDF to Imnoo's drawing analysis exactly like the web app does β 1 free analysis per day per IP address (need more? signed-in Imnoo users get a higher daily limit in the web app), uploaded files are deleted automatically after a short retention period, nothing else is stored. Everything after that β plan building, numbering, acceptance limits, Excel and PDF generation β runs locally and offline.
Requires Node.js β₯ 18.
Add to claude_desktop_config.json (Settings β Developer β Edit Config):
Add to Cursor β or add to ~/.cursor/mcp.json:
Any client that launches stdio servers works with:
| Variable | Purpose |
|---|---|
QCP_APP_URL | Point the analysis at another deployment of the web app (default https://quality-check-protocol.imnoo.com). |
You: Build a Q1 quality plan for
C:\drawings\flange.pdfwith type-prefixed numbers and write everything next to the drawing.Assistant: calls
analyze_drawingβ 17 characteristics on 2 pages: 5 dimensional tolerances, 2 drill fits (β10 H7 carries the printed balloon 1), 1 shaft fit, 2 threads, 1 fine thread, 2 geometric tolerances, 4 surface finishes; drawing QP-1001-A, article 4711-050, AlMg3, ISO 2768-mK. callsbuild_quality_planwithinspection_class: "Q1"andnumbering: { style: "typePrefixed" }β D001 β50 (Β±0.05) β 49.95β50.05 (Caliper), H001 β10 H7 (Inside micrometer), G001 β₯ 0.05 (CMM), R001 Ra 3.2 (Surface roughness gauge)β¦ callsexport_inspection_pdfandexport_quality_plan_excelwith the same plan β wroteQP-1001-A_inspection-package.pdf(both drawing pages ballooned + the printed plan) andQP-1001-A_Q1.xlsx. Two values on page 2 were read with low confidence β worth a glance before the plan goes to the shop floor.
Those numbers are the bundled sample drawing the smoke test runs against; real drawings vary.
plan argument)One object, accepted by build_quality_plan and both export tools β pass the same one everywhere so the documents match the reviewed plan. Everything is optional; the defaults reproduce the web app's initial plan.
| Option | Values |
|---|---|
numbering.style | numeric (default), padded (001), typePrefixed (D001 dimensional, H drill fit, S shaft fit, T thread, F fine thread, G geometric, R surface roughness, L length) |
numbering.order | custom (default β balloon numbers printed on the drawing are kept, the rest fill up), list (plan-table order), reading (top-left β bottom-right, page by page), measurement (CMM-measured geometric tolerances first, surface finishes last) |
numbering.restart_per_type | restart the counter for every characteristic type |
section_order | e.g. ["dimensional", "geometric"] β listed types first, the rest in the default measurement sequence |
selection Β· include Β· exclude | all (default), production (dimensional, fits, geometric β no threads or surface finishes), none; or explicit feature ids |
inspection_class | 100% (rate 100 %, checklist on), Q1 (10 %, checklist on), Q2 (5 %, checklist off), or any custom class name |
header | batch_number, inspection_rate, inspection_class, inspector_name, signature, date |
drawing Β· article_name Β· drawing_index | title-block values to print when the analysis missed them (article / drawing number, material, general tolerance, article name, revision) |
default_tools | measuring instrument per type β defaults: CMM, thread plug gauge, caliper, inside / outside micrometer, depth caliper, surface roughness gauge |
rows[] | per characteristic (by feature_id): inspection_tool, samples (judged against the limits), passed, balloon, value (corrected value; the original is kept as a footnote) |
include_checklist Β· show_arrows Β· annotation | Excel checklist toggle, leader arrows on the drawing, an "INSPECTION DRAWING" stamp block (revision, note) |
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